Loading…
Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics
Digital technologies have played a significant role in the defense against the COVID-19 pandemic. This development raises the question of whether digital technologies have helped Chinese exports recover quickly and even grow. To answer this question, we study monthly data on Chinese exports to 40 co...
Saved in:
Published in: | Frontiers in public health 2022-03, Vol.10, p.831549-831549 |
---|---|
Main Authors: | , , , , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3 |
---|---|
cites | cdi_FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3 |
container_end_page | 831549 |
container_issue | |
container_start_page | 831549 |
container_title | Frontiers in public health |
container_volume | 10 |
creator | Hu, Feng Qiu, Liping Xi, Xun Zhou, Haiyan Hu, Tianyu Su, Ning Zhou, Haitao Li, Xiaolei Yang, Shaobo Duan, Zhigang Dong, Zenan Wu, Zongjian Zhou, Haibo Zeng, Ming Wan, Ting Wei, Shaobin |
description | Digital technologies have played a significant role in the defense against the COVID-19 pandemic. This development raises the question of whether digital technologies have helped Chinese exports recover quickly and even grow. To answer this question, we study monthly data on Chinese exports to 40 countries/regions from January 2019 to June 2020 and covering 97 product categories. The study takes the COVID-19 outbreak as a natural experiment and treats digital trade products as the treatment group. Using a generalized difference-in-differences (DID) approach, we empirically investigate how this major global public health crisis and digital trade have influenced Chinese exports. Our empirical analysis reveals that the COVID-19 pandemic has inhibited China's export trade overall, digital trade has significantly promoted trade, and the supply mechanism has played a significant role in promoting the recovery of exports. Heterogeneity tests on destination countries/regions reveal that digital trade has significantly promoted exports to countries/regions with different income levels, with a more significant effect on low-risk destinations than on high-risk destinations. The sector heterogeneity test demonstrates that digital trade has enhanced the export recovery of sectors dealing in necessities for pandemic prevention. Other robustness tests, including parallel trend and placebo tests, support the above conclusions. Finally, we extend the research conclusions and discuss their implication for health economics and the practice of fighting COVID-19. |
doi_str_mv | 10.3389/fpubh.2022.831549 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_98d655bf781f4f4a9679072be4b61e84</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_98d655bf781f4f4a9679072be4b61e84</doaj_id><sourcerecordid>2641515396</sourcerecordid><originalsourceid>FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3</originalsourceid><addsrcrecordid>eNpVkUtP3DAQgC3UChDlB3BBubWXbP2OfaGqlseuBOICXK2JH7tGSby1s0j8ewJLEZxmNJ75xvaH0AnBM8aU_h0223Y9o5jSmWJEcL2HDinVsqZCim-f8gN0XMojxphgxjEl--iACYY1xeoQ3SygVPPbh-V5TXQ1X8Ow8m6KcYCfpTqPqzhCV91lcP5Pvew3XbQwxjSUKqRcLTx047q6sGlIfbTlB_oeoCv--D0eofvLi7v5or6-vVrO_17XVhA21tYGxrwgLoi2sdTxgJlvZWDUN5IqILIRkjpJPIfACSdCesKoogE7kCSwI7TccV2CR7PJsYf8bBJE81ZIeWUgj9F23mjlpBBtaBQJPHDQstG4oa3n7cRXfGKd7VjTf_beWT-MGbov0K8nQ1ybVXoySlPOMJ4Av94BOf3b-jKaPhbruw4Gn7bFUDk9gAim5dRKdq02p1KyDx9rCDavVs2bVfNq1eysTjOnn-_3MfHfIXsBoyuctA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2641515396</pqid></control><display><type>article</type><title>Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics</title><source>Open Access: PubMed Central</source><creator>Hu, Feng ; Qiu, Liping ; Xi, Xun ; Zhou, Haiyan ; Hu, Tianyu ; Su, Ning ; Zhou, Haitao ; Li, Xiaolei ; Yang, Shaobo ; Duan, Zhigang ; Dong, Zenan ; Wu, Zongjian ; Zhou, Haibo ; Zeng, Ming ; Wan, Ting ; Wei, Shaobin</creator><creatorcontrib>Hu, Feng ; Qiu, Liping ; Xi, Xun ; Zhou, Haiyan ; Hu, Tianyu ; Su, Ning ; Zhou, Haitao ; Li, Xiaolei ; Yang, Shaobo ; Duan, Zhigang ; Dong, Zenan ; Wu, Zongjian ; Zhou, Haibo ; Zeng, Ming ; Wan, Ting ; Wei, Shaobin</creatorcontrib><description>Digital technologies have played a significant role in the defense against the COVID-19 pandemic. This development raises the question of whether digital technologies have helped Chinese exports recover quickly and even grow. To answer this question, we study monthly data on Chinese exports to 40 countries/regions from January 2019 to June 2020 and covering 97 product categories. The study takes the COVID-19 outbreak as a natural experiment and treats digital trade products as the treatment group. Using a generalized difference-in-differences (DID) approach, we empirically investigate how this major global public health crisis and digital trade have influenced Chinese exports. Our empirical analysis reveals that the COVID-19 pandemic has inhibited China's export trade overall, digital trade has significantly promoted trade, and the supply mechanism has played a significant role in promoting the recovery of exports. Heterogeneity tests on destination countries/regions reveal that digital trade has significantly promoted exports to countries/regions with different income levels, with a more significant effect on low-risk destinations than on high-risk destinations. The sector heterogeneity test demonstrates that digital trade has enhanced the export recovery of sectors dealing in necessities for pandemic prevention. Other robustness tests, including parallel trend and placebo tests, support the above conclusions. Finally, we extend the research conclusions and discuss their implication for health economics and the practice of fighting COVID-19.</description><identifier>ISSN: 2296-2565</identifier><identifier>EISSN: 2296-2565</identifier><identifier>DOI: 10.3389/fpubh.2022.831549</identifier><identifier>PMID: 35309208</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>China - epidemiology ; Chinese exports ; Commerce ; COVID-19 ; COVID-19 - epidemiology ; digital trade ; generalized difference-in-differences ; Humans ; natural experiments ; Pandemics ; Public Health</subject><ispartof>Frontiers in public health, 2022-03, Vol.10, p.831549-831549</ispartof><rights>Copyright © 2022 Hu, Qiu, Xi, Zhou, Hu, Su, Zhou, Li, Yang, Duan, Dong, Wu, Zhou, Zeng, Wan and Wei.</rights><rights>Copyright © 2022 Hu, Qiu, Xi, Zhou, Hu, Su, Zhou, Li, Yang, Duan, Dong, Wu, Zhou, Zeng, Wan and Wei. 2022 Hu, Qiu, Xi, Zhou, Hu, Su, Zhou, Li, Yang, Duan, Dong, Wu, Zhou, Zeng, Wan and Wei</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3</citedby><cites>FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924300/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924300/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35309208$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hu, Feng</creatorcontrib><creatorcontrib>Qiu, Liping</creatorcontrib><creatorcontrib>Xi, Xun</creatorcontrib><creatorcontrib>Zhou, Haiyan</creatorcontrib><creatorcontrib>Hu, Tianyu</creatorcontrib><creatorcontrib>Su, Ning</creatorcontrib><creatorcontrib>Zhou, Haitao</creatorcontrib><creatorcontrib>Li, Xiaolei</creatorcontrib><creatorcontrib>Yang, Shaobo</creatorcontrib><creatorcontrib>Duan, Zhigang</creatorcontrib><creatorcontrib>Dong, Zenan</creatorcontrib><creatorcontrib>Wu, Zongjian</creatorcontrib><creatorcontrib>Zhou, Haibo</creatorcontrib><creatorcontrib>Zeng, Ming</creatorcontrib><creatorcontrib>Wan, Ting</creatorcontrib><creatorcontrib>Wei, Shaobin</creatorcontrib><title>Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics</title><title>Frontiers in public health</title><addtitle>Front Public Health</addtitle><description>Digital technologies have played a significant role in the defense against the COVID-19 pandemic. This development raises the question of whether digital technologies have helped Chinese exports recover quickly and even grow. To answer this question, we study monthly data on Chinese exports to 40 countries/regions from January 2019 to June 2020 and covering 97 product categories. The study takes the COVID-19 outbreak as a natural experiment and treats digital trade products as the treatment group. Using a generalized difference-in-differences (DID) approach, we empirically investigate how this major global public health crisis and digital trade have influenced Chinese exports. Our empirical analysis reveals that the COVID-19 pandemic has inhibited China's export trade overall, digital trade has significantly promoted trade, and the supply mechanism has played a significant role in promoting the recovery of exports. Heterogeneity tests on destination countries/regions reveal that digital trade has significantly promoted exports to countries/regions with different income levels, with a more significant effect on low-risk destinations than on high-risk destinations. The sector heterogeneity test demonstrates that digital trade has enhanced the export recovery of sectors dealing in necessities for pandemic prevention. Other robustness tests, including parallel trend and placebo tests, support the above conclusions. Finally, we extend the research conclusions and discuss their implication for health economics and the practice of fighting COVID-19.</description><subject>China - epidemiology</subject><subject>Chinese exports</subject><subject>Commerce</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>digital trade</subject><subject>generalized difference-in-differences</subject><subject>Humans</subject><subject>natural experiments</subject><subject>Pandemics</subject><subject>Public Health</subject><issn>2296-2565</issn><issn>2296-2565</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkUtP3DAQgC3UChDlB3BBubWXbP2OfaGqlseuBOICXK2JH7tGSby1s0j8ewJLEZxmNJ75xvaH0AnBM8aU_h0223Y9o5jSmWJEcL2HDinVsqZCim-f8gN0XMojxphgxjEl--iACYY1xeoQ3SygVPPbh-V5TXQ1X8Ow8m6KcYCfpTqPqzhCV91lcP5Pvew3XbQwxjSUKqRcLTx047q6sGlIfbTlB_oeoCv--D0eofvLi7v5or6-vVrO_17XVhA21tYGxrwgLoi2sdTxgJlvZWDUN5IqILIRkjpJPIfACSdCesKoogE7kCSwI7TccV2CR7PJsYf8bBJE81ZIeWUgj9F23mjlpBBtaBQJPHDQstG4oa3n7cRXfGKd7VjTf_beWT-MGbov0K8nQ1ybVXoySlPOMJ4Av94BOf3b-jKaPhbruw4Gn7bFUDk9gAim5dRKdq02p1KyDx9rCDavVs2bVfNq1eysTjOnn-_3MfHfIXsBoyuctA</recordid><startdate>20220302</startdate><enddate>20220302</enddate><creator>Hu, Feng</creator><creator>Qiu, Liping</creator><creator>Xi, Xun</creator><creator>Zhou, Haiyan</creator><creator>Hu, Tianyu</creator><creator>Su, Ning</creator><creator>Zhou, Haitao</creator><creator>Li, Xiaolei</creator><creator>Yang, Shaobo</creator><creator>Duan, Zhigang</creator><creator>Dong, Zenan</creator><creator>Wu, Zongjian</creator><creator>Zhou, Haibo</creator><creator>Zeng, Ming</creator><creator>Wan, Ting</creator><creator>Wei, Shaobin</creator><general>Frontiers Media S.A</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20220302</creationdate><title>Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics</title><author>Hu, Feng ; Qiu, Liping ; Xi, Xun ; Zhou, Haiyan ; Hu, Tianyu ; Su, Ning ; Zhou, Haitao ; Li, Xiaolei ; Yang, Shaobo ; Duan, Zhigang ; Dong, Zenan ; Wu, Zongjian ; Zhou, Haibo ; Zeng, Ming ; Wan, Ting ; Wei, Shaobin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>China - epidemiology</topic><topic>Chinese exports</topic><topic>Commerce</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>digital trade</topic><topic>generalized difference-in-differences</topic><topic>Humans</topic><topic>natural experiments</topic><topic>Pandemics</topic><topic>Public Health</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hu, Feng</creatorcontrib><creatorcontrib>Qiu, Liping</creatorcontrib><creatorcontrib>Xi, Xun</creatorcontrib><creatorcontrib>Zhou, Haiyan</creatorcontrib><creatorcontrib>Hu, Tianyu</creatorcontrib><creatorcontrib>Su, Ning</creatorcontrib><creatorcontrib>Zhou, Haitao</creatorcontrib><creatorcontrib>Li, Xiaolei</creatorcontrib><creatorcontrib>Yang, Shaobo</creatorcontrib><creatorcontrib>Duan, Zhigang</creatorcontrib><creatorcontrib>Dong, Zenan</creatorcontrib><creatorcontrib>Wu, Zongjian</creatorcontrib><creatorcontrib>Zhou, Haibo</creatorcontrib><creatorcontrib>Zeng, Ming</creatorcontrib><creatorcontrib>Wan, Ting</creatorcontrib><creatorcontrib>Wei, Shaobin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Frontiers in public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Feng</au><au>Qiu, Liping</au><au>Xi, Xun</au><au>Zhou, Haiyan</au><au>Hu, Tianyu</au><au>Su, Ning</au><au>Zhou, Haitao</au><au>Li, Xiaolei</au><au>Yang, Shaobo</au><au>Duan, Zhigang</au><au>Dong, Zenan</au><au>Wu, Zongjian</au><au>Zhou, Haibo</au><au>Zeng, Ming</au><au>Wan, Ting</au><au>Wei, Shaobin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics</atitle><jtitle>Frontiers in public health</jtitle><addtitle>Front Public Health</addtitle><date>2022-03-02</date><risdate>2022</risdate><volume>10</volume><spage>831549</spage><epage>831549</epage><pages>831549-831549</pages><issn>2296-2565</issn><eissn>2296-2565</eissn><abstract>Digital technologies have played a significant role in the defense against the COVID-19 pandemic. This development raises the question of whether digital technologies have helped Chinese exports recover quickly and even grow. To answer this question, we study monthly data on Chinese exports to 40 countries/regions from January 2019 to June 2020 and covering 97 product categories. The study takes the COVID-19 outbreak as a natural experiment and treats digital trade products as the treatment group. Using a generalized difference-in-differences (DID) approach, we empirically investigate how this major global public health crisis and digital trade have influenced Chinese exports. Our empirical analysis reveals that the COVID-19 pandemic has inhibited China's export trade overall, digital trade has significantly promoted trade, and the supply mechanism has played a significant role in promoting the recovery of exports. Heterogeneity tests on destination countries/regions reveal that digital trade has significantly promoted exports to countries/regions with different income levels, with a more significant effect on low-risk destinations than on high-risk destinations. The sector heterogeneity test demonstrates that digital trade has enhanced the export recovery of sectors dealing in necessities for pandemic prevention. Other robustness tests, including parallel trend and placebo tests, support the above conclusions. Finally, we extend the research conclusions and discuss their implication for health economics and the practice of fighting COVID-19.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>35309208</pmid><doi>10.3389/fpubh.2022.831549</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2296-2565 |
ispartof | Frontiers in public health, 2022-03, Vol.10, p.831549-831549 |
issn | 2296-2565 2296-2565 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_98d655bf781f4f4a9679072be4b61e84 |
source | Open Access: PubMed Central |
subjects | China - epidemiology Chinese exports Commerce COVID-19 COVID-19 - epidemiology digital trade generalized difference-in-differences Humans natural experiments Pandemics Public Health |
title | Has COVID-19 Changed China's Digital Trade?-Implications for Health Economics |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T08%3A25%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Has%20COVID-19%20Changed%20China's%20Digital%20Trade?-Implications%20for%20Health%20Economics&rft.jtitle=Frontiers%20in%20public%20health&rft.au=Hu,%20Feng&rft.date=2022-03-02&rft.volume=10&rft.spage=831549&rft.epage=831549&rft.pages=831549-831549&rft.issn=2296-2565&rft.eissn=2296-2565&rft_id=info:doi/10.3389/fpubh.2022.831549&rft_dat=%3Cproquest_doaj_%3E2641515396%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c513t-ccf33e51df5b7c2d4f03eb6f32e7628a167562d61e4af414156e13282f0da61f3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2641515396&rft_id=info:pmid/35309208&rfr_iscdi=true |